Transceiver I/Q imbalance and widely-linear spatial processing in large antenna systems

Aki Hakkarainen, J. Werner, M. Renfors, K. Dandekar, M. Valkama
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引用次数: 2

Abstract

In order to keep the total device costs low, large antenna systems require affordable radio frequency (RF) electronics. Unfortunately, this requirement results in RF impairments and may thus cause performance degradations. In this paper, we show how one of these impairments, namely in-phase/quadrature (I/Q) imbalance, distorts the received signals in an uplink multiuser multiple-input multiple-output (MU-MIMO) system where multiple users are spatially multiplexed into the same time-frequency resource. In addition, we present three receiver (RX) post-processing methods and analyze their performance with different multicarrier scenarios under transceiver I/Q imbalances. The results clearly show that the simple maximum ratio combining (MRC) based RX processing suffers heavily from the presence of multiple spatially multiplexed users, especially in case of I/Q imbalances, and cannot necessarily provide sufficient performance even with the number of RX antennas approaching infinity. In contrast, the linear minimum mean-square error (LMMSE) processing offers more flexible and efficient operation characteristics but is also shown to suffer from performance degradations due to I/Q imbalances. To overcome this problem, we formulate a widely-linear (WL) variant of the MMSE method, called WL-MMSE, which provides good performance also under I/Q imbalances in different multiple access scenarios, and is thus a good candidate for future software defined radios where flexibility is a key concern.
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大型天线系统中收发器I/Q不平衡和宽线性空间处理
为了保持总设备成本低,大型天线系统需要负担得起的射频(RF)电子设备。不幸的是,这种要求会导致射频损伤,从而可能导致性能下降。在本文中,我们展示了这些缺陷之一,即同相/正交(I/Q)不平衡,如何在上行多用户多输入多输出(MU-MIMO)系统中扭曲接收信号,其中多个用户在空间上复用到相同的时频资源。此外,我们提出了三种接收机(RX)后处理方法,并分析了它们在收发器I/Q不平衡的不同多载波场景下的性能。结果清楚地表明,基于简单最大比率组合(MRC)的RX处理受到多个空间复用用户的严重影响,特别是在I/Q不平衡的情况下,即使RX天线的数量接近无穷大,也不一定能提供足够的性能。相比之下,线性最小均方误差(LMMSE)处理提供了更灵活和有效的操作特性,但也显示出由于I/Q失衡而导致性能下降。为了克服这个问题,我们制定了MMSE方法的宽线性(WL)变体,称为WL-MMSE,它在不同的多址场景下也能在I/Q不平衡的情况下提供良好的性能,因此是未来软件定义无线电的良好候选,其中灵活性是关键问题。
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